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Water Can Run, But It Can’t Hide: PNM Finds Soaked Cables
By Kathy Fox, Nathan Zedan, James Kolcun & Larry Wolcott, Comcast; Jason Rupe, Tom Williams & Jay Zhu, CableLabs; Ron Hranac, SCTE Network Operations Subcommittee
2021
Characterizing Network Problems Using DOCSIS® 3.1 OFDM RxMER Per Subcarrier Data
By Ron Hranac, Cisco Systems; James Medlock, Akleza,Inc.; Bruce Currivan, JJP Development; Roger Fish & Tom Kolze, Broadcom; Jason Rupe & Tom Williams, CableLabs; Larry Wolcott, Comcast
2019
Profile Management Informed Proactive Network Maintenance
By Jason Rupe & Jingjie Zhu, CableLabs
2020
Cable Modem Transmit Headroom Resiliency Management
By Ron Hranac, SCTE Network Operations Subcommittee; Roger Fish, Broadcom; Tom Kolze, Broadcom; Satish Mudugere, MaxLinear; Alexander Podarevsky, Promptlink Communications; Jason Rupe, CableLabs; Foad Towfiq, Promptlink Communications; Sheldon Webster, CableLabs; Larry Wolcott, Comcast; Lei Zhou, Charter
2023
A PNM System Using Artificial Intelligence, HFC Network Impairment, Atmospheric and Weather Data to Predict HFC Network Degradation and Avert Customer Impact
By Larry Wolcott, Michael O'Dell, Peter Kuykendall, Vishnu Gopal, Jason Woodrich & Nick Pinckernell, Comcast
2018
Improving Operational Intelligence for Maintaining Cable Networks
By Mike Spaulding, Comcast Corporation; Larry Wolcott, Comcast Corporation; Jason Rupe, CableLabs
2022
Data Collection, Interpretation Methodologies, and Challenges for Proactive Network Maintenance
By James Medlock, Akleza, Inc.; Ron Hranac, SCTE; Allen Maharaj, Rogers; Alexander Podarevsky, Promptlink Communications; Jason Rupe, CableLabs; Foad Towfiq, Promptlink Communications; Brady Volpe, Volpe Firm
2023
Detection of Passive Intermodulation in Drop Wiring by Burst Transmission Analysis - Diodes are common, but the network resists
By Tom Williams, Cable Television Laboratories Inc.; Cable Television Laboratories Inc., Cable Television Laboratories Inc; Larry Wolcott, Comcast; Jason Rupe, Ph.D., CableLabs
2022
Full Band Capture Revisited
By Ron Hranac, Cisco Systems; Chad Campbell, Intraway; Roger Fish & Tom Kolze, Broadcom; Even Kristoffersen & Aleksander Soeberg, Telia Norge; James Medlock, Akleza; Jason Rupe & Tom Williams, CableLabs; Paul Schauer & Larry Wolcott, Comcast
2020
A Deep Learning Approach for Detecting RF Spectrum Impairments and Conducting Root Cause Analysis
By Kevin Dugan, Justin Evans, Maher Harb; Comcast
2022
How Will Proactive Network Maintenance Change Under DOCSIS® 4.0?
By Ron Hranac; Jason Rupe, Ph.D. CableLabs®; Dan Torbet, CommScope; Brady Volpe, The Volpe Firm
2022
A Roadmap for Cable Access Reliability
By Jason Rupe, CableLabs; Ron Hranac
2022
Exploring Programmatically Generated HFC Plant Topology
By Lin Cheng, CableLabs; L. Alberto Campos, CableLabs; Justin Riggert, Comcast Corporation; Larry Wolcott, Comcast Corporation
2023
Kickstarting Proactive Network Maintenance with the Proactive Operations Platform and Example Application
By Jason Rupe, Ph.D. & Jingjie Zhu, CableLabs
2019
Right Technician at the Right Time: Using Machine Learning to Predict Network Maintenance Issues
By Anastasia Vishnyakova, Rama Mahajanam, Mike O’Dell, May Merkle-Tan, Catherine Hay & Lisa Pham, Comcast Cable
2021
OFDMA Predistortion Coefficient and OFDM Channel Estimation Decoding and Analysis
By Tom Williams, Alberto Campos, Lin Cheng, James Lin, Jason Rupe & Jay Zhu, CableLabs
2021
When Physical Layer Simulation Gets Real
By Ramya Narayanaswamy, Karthik Subramanya, Dr. Richard Prodan & Larry Wolcott, Comcast
2021
PNM Upstream Data Analysis
By Larry Wolcott, Comcast Corporation; Rob Gonsalves, Comcast Corporation; Jonathan Leech, Comcast Corporation
2023
Access Network Data Analytics
By Karthik Sundaresan & Jay Zhu, CableLabs
2017
Proactive Network Maintenance (PNM) Paves the Way for More Upstream Bandwidth
By Takashi Hayakawa, Mike O’Dell, Paul Schauer, Larry Wolcott; Comcast
2022